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  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Popular Applied Machine Learning Courses and Certifications


  • U

    Universidad de Palermo

    Psicología

    Skills you'll gain: Psychology, Human Learning, Learning Theory, Creativity, Human Development, Self-Awareness, Child Development, Personal Development, Sensory Systems Analysis, Stress Management

    4.8 stars, 447 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (447) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Lean Software Development

    Skills you'll gain: Design Thinking, Process Mapping, Kanban Principles, Kaizen Methodology, Lean Methodologies, Lean Manufacturing, Agile Software Development, Workflow Management, Business Workflow Analysis, Product Development, Agile Methodology, Lean Six Sigma, Process Improvement, Software Development, Scrum (Software Development), Software Development Methodologies, Continuous Improvement Process, Product Testing, Waste Minimization

    4.6 stars, 433 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (433) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Washington

    Programming Languages, Part C

    Skills you'll gain: Ruby (Programming Language), Other Programming Languages, Object Oriented Programming (OOP), Object Oriented Design, Programming Principles, Functional Design, Code Reusability

    4.9 stars, 463 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (463) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    PyCaret: Anatomy of Regression

    Skills you'll gain: Model Optimization, Regression Analysis, Model Training, Statistical Modeling, Predictive Modeling, Fine-tuning, Scientific Visualization, Model Evaluation, Data Preprocessing, Applied Machine Learning, Data Processing, Exploratory Data Analysis, Python Programming, Machine Learning, Development Environment

    4.5 stars, 14 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (14) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    Universidad Nacional de Colombia

    Sistemas difusos

    Skills you'll gain: Mathematical Modeling, Computational Logic, Mathematics and Mathematical Modeling, Mathematical Software, Systems Design, Model Optimization, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, System Design and Implementation, Programming Principles, Machine Learning Algorithms, Logical Reasoning, Arithmetic

    5 stars, 48 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 5 (48) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Trees and Graphs: Basics

    Skills you'll gain: Graph Theory, Data Structures, Algorithms, Tree Maps, Theoretical Computer Science, Analysis, Python Programming

    4.6 stars, 192 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.6 (192) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Quantitative Finance & Risk Modeling

    Skills you'll gain: Financial Modeling, Descriptive Statistics, Data Literacy, Financial Forecasting, Reconciliation, Financial Analysis, A/B Testing, Portfolio Risk, Model Evaluation, Data Cleansing, Classification And Regression Tree (CART), Regression Analysis, Exploratory Data Analysis, Predictive Modeling, Data Analysis, Risk Analysis, Risk Management, R Programming, Statistical Analysis, Machine Learning

    3.9 stars, 15 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.9 (15) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Predictive Analytics Model for Term Deposit Investment

    Skills you'll gain: Classification And Regression Tree (CART), Model Evaluation, Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Data-Driven Decision-Making, Marketing Analytics, Data-Driven Marketing, Classification Algorithms, Model Optimization, Model Training, Marketing, Fine-tuning

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Python for Data Analysis: Pandas & NumPy

    Skills you'll gain: Pandas (Python Package), NumPy, Data Analysis, Data Science, Python Programming, Data Structures, Data Manipulation, Analysis

    4.5 stars, 392 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (392) · Beginner · Guided Project · Less Than 2 Hours

  • I

    IE Business School

    Storytelling in Branding and Content Marketing

    Skills you'll gain: Storytelling, Content Marketing, Brand Strategy, Content Creation, Driving engagement, Drive Engagement, Branding, Brand Awareness, Advertising, Brand Loyalty, Journalism, Customer Engagement, Target Audience

    4.4 stars, 357 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (357) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    ART of the MOOC: Activism and Social Movements

    Skills you'll gain: Art History, Community Organizing, Social Justice, Social Impact, Student-Centred Learning, Interactive Learning, Advocacy, Student Engagement, Liberal Arts, Social Sciences, Performing Arts, Creativity, Cultural Diversity, World History, Research

    4.6 stars, 156 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (156) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • N

    Northwestern University

    The Business of Social

    Skills you'll gain: Social Media Marketing, Social Media Management, Social Media Strategy, Social Media, Social Media Analytics, Marketing Effectiveness, Marketing, Social Media Campaigns, Performance Measurement, Performance Analysis, Performance Metric, Business Metrics, Customer Engagement, Business-To-Consumer, Driving engagement, Legal Risk, Key Performance Indicators (KPIs), Sales Enablement, Integrated Marketing Communications, A/B Testing

    4.7 stars, 826 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (826) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Psicología: Universidad de Palermo
  • Lean Software Development: University of Minnesota
  • Programming Languages, Part C: University of Washington
  • PyCaret: Anatomy of Regression: Coursera
  • Sistemas difusos: Universidad Nacional de Colombia
  • Trees and Graphs: Basics: University of Colorado Boulder
  • Quantitative Finance & Risk Modeling: Coursera
  • Predictive Analytics Model for Term Deposit Investment: EDUCBA
  • Python for Data Analysis: Pandas & NumPy: Coursera
  • Storytelling in Branding and Content Marketing: IE Business School

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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